丁林山｜广州大学｜学者主页

期刊论文

2025

Multi-objective chaotic evolutionary-based cell configuration and load balancing for reconfigurable production lines

Jiaming Zhang, Jiewu Leng, Xuming Lai, Libin Lin, Linshan Ding, Lei Yue

Journal Of Manufacturing Systems，Vol. 830

DOI

2025

Data-driven hierarchical multi-policy deep reinforcement learning framework for multi-objective multiplicity dynamic flexible job shop scheduling

Linshan Ding, Zailin Guan, Dan Luo, Lei Yue

Journal Of Manufacturing Systems，Vol. 800

DOI

2025

基于深度自学习禁忌搜索的柔性作业车间调度

曾令铭，丁林山，管在林

《计算机集成制造系统》

2025

Non-identical parallel machine batch scheduling of PCB drilling workshop via genetic algorithm with variable neighborhood search

Lei Yue, R. Xian, Jiajin Li, Jun-Xin Huang, Linshan Ding

Chinese Journal of Mechanical Engineering

DOI

2025

Integrated lot-sizing and scheduling for parallel mixed-model automotive production lines with transportation resource constraints

Lei Yue, Jietao Huang, Linshan Ding, Xi-Wen Cai, Yan-Ming Sun, Tao Zou

Journal of Industrial Information Integration

DOI

2025

Deep reinforcement learning for data-driven scheduling in multi-variety and small-batch flexible job shops: Integrating fluid models for enhanced optimization

Linshan Ding, Dan Luo, Mudassar Rauf, Lei Yue

Computers & Industrial Engineering

DOI

2025

A Data-Driven Methodology for Hierarchical Production Planning with LSTM-Q Network-Based Demand Forecast

Dan Luo, Zailin Guan, Linshan Ding, Weikang Fang, Haiping Zhu

Symmetry

DOI

2025

A novel deep self-learning method for flexible job-shop scheduling problems with multiplicity: Deep reinforcement learning assisted the fluid master-apprentice evolutionary algorithm

Linshan Ding, Dan Luo, Mudassar Rauf, Lei Yue, Leilei Meng

Swarm and Evolutionary Computation

DOI

2024

A hybrid fluid master-apprentice evolutionary algorithm for large-scale multiplicity flexible job-shop scheduling with sequence-dependent set-up time

Linshan Ding, Zailin Guan, Zhengmin Zhang, Weikang Fang, Zhipeng Chen, Lei Yue

Engineering Optimization，Vol. 560, No. 1

DOI

2024

基于改进灰狼优化算法的柔性作业车间分批调度问题研究

黎增灿，丁林山，管在林

《现代制造工程》

2024

融合深度强化学习和流体模型的柔性车间动态调度方法研究

丁林山

《华中科技大学》

会议论文

2017

A Heuristic Group Intelligence Control System Based on Hybrid Particle Swarm Gravitational Search Algorithm

Linshan Ding, Zhengya Wang, Tao Hu, Yi Liu, Li Zhang

Proceedings of 2017 International Conference on Applied Mathematics, Modelling and Statistics Application（AMMSA2017）

丁林山

精选作品

期刊论文

Multi-objective chaotic evolutionary-based cell configuration and load balancing for reconfigurable production lines

Data-driven hierarchical multi-policy deep reinforcement learning framework for multi-objective multiplicity dynamic flexible job shop scheduling

基于深度自学习禁忌搜索的柔性作业车间调度

Non-identical parallel machine batch scheduling of PCB drilling workshop via genetic algorithm with variable neighborhood search

Integrated lot-sizing and scheduling for parallel mixed-model automotive production lines with transportation resource constraints

Deep reinforcement learning for data-driven scheduling in multi-variety and small-batch flexible job shops: Integrating fluid models for enhanced optimization

A Data-Driven Methodology for Hierarchical Production Planning with LSTM-Q Network-Based Demand Forecast

A novel deep self-learning method for flexible job-shop scheduling problems with multiplicity: Deep reinforcement learning assisted the fluid master-apprentice evolutionary algorithm

A hybrid fluid master-apprentice evolutionary algorithm for large-scale multiplicity flexible job-shop scheduling with sequence-dependent set-up time

基于改进灰狼优化算法的柔性作业车间分批调度问题研究

融合深度强化学习和流体模型的柔性车间动态调度方法研究

会议论文

A Heuristic Group Intelligence Control System Based on Hybrid Particle Swarm Gravitational Search Algorithm

研究方向